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Policy Evaluation in the Absence of Survey Data: Customised Border Designs With Satellite Data 缺乏调查数据的政策评估:利用卫星数据定制边界设计
IF 3.4 2区 经济学 Q1 AGRICULTURAL ECONOMICS & POLICY Pub Date : 2026-02-11 DOI: 10.1111/1477-9552.70030
Muddasir Ahmad Akhoon, Abhishek Shaw, Vidya Vemireddy
Developing country governments often launch new agricultural programmes without collecting pre‐implementation survey data, making it difficult to evaluate the effects of such programmes. Leveraging the flexibility of granular pixel‐level satellite panel data and a well‐developed quasi‐experimental policy evaluation design, we study a programme where pre‐implementation data is unavailable. We estimate the effect of cash transfers on agricultural productivity in Telangana, India. Treatment and control regions are within 10 km on either side of the state border. They are identical in all respects except for the difference in exposure to policy treatment. Agricultural productivity increased in the major monsoon cropping season due to the cash transfer programme. The findings also reveal that cash transfers helped reduce productivity gaps between irrigated and rainfed agricultural areas. Our results are robust to two different sources of satellite data, three alternative indicators of productivity, two rounds of full‐scale resampling, 100 rounds of small‐scale resampling and three alternative border designs. Placebo regressions of two previous years also confirm our results. This approach to policy evaluation is applicable anywhere satellite data are available in the world.
发展中国家政府往往在启动新的农业计划时没有收集实施前的调查数据,这使得很难评估这些计划的效果。利用颗粒像素级卫星面板数据的灵活性和完善的准实验性政策评估设计,我们研究了一个无法获得实施前数据的计划。我们估计了现金转移对印度特伦甘纳邦农业生产力的影响。治疗和控制区域位于国家边界两侧各10公里内。它们在所有方面都是相同的,除了受到政策对待的程度不同。由于现金转移方案,主要季风种植季节的农业生产力有所提高。研究结果还表明,现金转移有助于缩小灌溉和雨养农业区之间的生产力差距。我们的研究结果对两种不同来源的卫星数据、三种可选的生产力指标、两轮全尺度重采样、100轮小尺度重采样和三种可选的边界设计都具有鲁棒性。前两年的安慰剂回归也证实了我们的结果。这种政策评价方法适用于世界上任何有卫星数据的地方。
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引用次数: 0
Pass‐Through of Cocoa Prices Along the Supply Chain: What's Left for Farmers in Côte d'Ivoire? 可可价格在供应链上的传递:Côte科特迪瓦农民还剩下什么?
IF 3.4 2区 经济学 Q1 AGRICULTURAL ECONOMICS & POLICY Pub Date : 2026-01-24 DOI: 10.1111/1477-9552.70021
Kathrin Kaestner, Gunther Bensch, Colin Vance
Most cocoa farmers in Côte d'Ivoire are trapped in a cycle of poverty and farming practices that degrade the environment. This paper aims to provide an in‐depth understanding of the price formation process for cocoa at each stage of the supply chain in the world's largest cocoa‐producing country. By examining potential inefficiencies that affect price pass‐through and could explain exceptionally low farm‐gate prices, the study seeks to identify segments of the supply chain where policy or market interventions could improve outcomes for farmers. Our approach couples econometric analyses using secondary cocoa price data and primary farm household survey data with qualitative assessments of institutional factors specific to the cocoa value chain in Côte d'Ivoire. Notwithstanding the country's highly regulated system of setting cocoa prices, we do not find evidence of inefficiencies that would explain persistently low farm‐gate prices. Nor do we find that the recently introduced ‘Living Income Differential’, a price surcharge on internationally traded cocoa, has benefited farmers. We conclude by advocating that the international cocoa industry strengthens its development programmes in cocoa‐growing communities, and that the government supports these efforts with better provision of infrastructure and other public goods. Such efforts could ultimately serve to increase the opportunity cost of cocoa production, drawing farmers into other employment sectors while improving the resilience and livelihoods of those who remain.
Côte科特迪瓦的大多数可可种植者都陷入了贫困和破坏环境的耕作方式的恶性循环中。本文旨在深入了解世界上最大的可可生产国供应链各个阶段的可可价格形成过程。通过研究影响价格传递的潜在低效因素,并解释农场门槛价格异常低的原因,该研究试图确定政策或市场干预可以改善农民产出的供应链环节。我们的方法将计量经济学分析结合起来,使用二手可可价格数据和初级农户调查数据,并对Côte科特迪瓦可可价值链特有的制度因素进行定性评估。尽管该国制定可可价格的系统受到高度监管,但我们没有发现效率低下的证据,这可以解释持续的低农场价格。我们也没有发现最近引入的“生活收入差异”,即国际贸易可可的价格附加费,使农民受益。最后,我们建议国际可可产业加强其在可可种植社区的发展计划,并建议政府通过提供更好的基础设施和其他公共产品来支持这些努力。这些努力最终可能会增加可可生产的机会成本,吸引农民进入其他就业部门,同时提高那些留下来的人的抵御能力和生计。
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引用次数: 0
Environmental Performance Evaluation Under the Frontier Analysis Framework: A Farm‐Level Systematic Review and Meta‐Analysis 前沿分析框架下的环境绩效评价:农场层面的系统评价和元分析
IF 3.4 2区 经济学 Q1 AGRICULTURAL ECONOMICS & POLICY Pub Date : 2026-01-19 DOI: 10.1111/1477-9552.70027
Fissha Asmare, Bethan Thompson, Tarek Soliman, Thomas Donovan, Klaus Glenk, Andrew Barnes
Quantifying and improving the environmental performance (EP) of agriculture has become an urgent research and policy priority. Over the past three decades, frontier‐based analytical frameworks have been widely applied to evaluate farm‐level EP. We present a global systematic review and meta‐analysis of 121 studies (comprising 800 unique environmental performance estimates) that use a frontier‐based approach for farm‐level EP evaluation. Adhering to PRISMA guidelines, we extract and synthesise information on modelling approaches, estimation methods, pollutant types, as well as other data and study characteristics. We also consider the determinants for EP. We find that there is inertia in the shift towards more recent and methodologically better environmental performance evaluation techniques, such as the by‐production approach and material balance methods, at the farm level. A random effects meta‐regression reveals that the methodological approach and estimation methods explain the variation in EP. Farm type and inclusion of determinants are also important. We identify multiple significant determinants of environmental performance across agricultural systems. The findings advance academic understanding of how modelling frameworks shape EP estimates. They also offer practical insights to help policymakers understand specific policy variables and farm‐specific factors that could be leveraged to improve environmental performance. For example, fostering pro‐environmental attitudes and encouraging the adoption of sustainable agricultural practices through extension services can help enhance environmental performance in farming.
量化和提高农业环境绩效已成为迫切的研究和政策重点。在过去的三十年中,基于前沿的分析框架被广泛应用于评估农场水平的生态效益。我们对121项研究(包括800项独特的环境绩效评估)进行了全球系统回顾和荟萃分析,这些研究使用基于前沿的方法进行了农场水平的EP评估。我们遵循PRISMA的指引,提取和综合有关建模方法、估计方法、污染物类型以及其他数据和研究特征的信息。我们还考虑了EP的决定因素。我们发现,在农场层面上,向最新的、方法学上更好的环境绩效评估技术(如副产品法和物质平衡法)的转变存在惯性。随机效应元回归显示,方法学方法和估计方法解释了EP的变化。农场类型和决定因素的包含也很重要。我们确定了农业系统环境绩效的多个重要决定因素。这些发现促进了对建模框架如何影响EP估计的学术理解。它们还提供了实用的见解,帮助决策者了解可以用来改善环境绩效的具体政策变量和农场特定因素。例如,通过推广服务培养亲环境态度和鼓励采用可持续农业做法有助于提高农业的环境绩效。
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引用次数: 0
Contract Labour, Job Quality and Turnover Intention—Evidence From Nigeria 合同工、工作质量与离职意向——来自尼日利亚的证据
IF 3.4 2区 经济学 Q1 AGRICULTURAL ECONOMICS & POLICY Pub Date : 2026-01-17 DOI: 10.1111/1477-9552.70028
Olayinka Aremu, Patrick Illien, Adeola Oluwafunmiso Olajide, Eva‐Marie Meemken
Labour contracting, where intermediaries provide farmers with migrant workers, plays a central role in meeting the demand for seasonal labour on labour‐intensive farms. Yet this system poses underresearched challenges for both workers and farmers. A few studies, mostly qualitative, link labour contracting to exploitative conditions, raising concerns about workers' welfare (Sustainable Development Goal 8). However, poor working conditions are widespread in agriculture, and notably, quantitative comparisons between contract and non‐contract workers are lacking. For farmers, these precarious conditions pose a production risk if they lead to higher turnover. However, such links have so far been mainly documented in high‐skilled settings. Here, we address these gaps and provide the first empirical evidence on the links between contract labour, job quality and turnover intention. We use matched worker–employer survey data, rarely available in agricultural research, complemented with qualitative insights from a well‐suited case study: Nigeria's labour‐intensive tomato sector, where farmers recruit workers through personal networks and labour contractors. Using decomposition analysis—commonly used to examine gender gaps—in a novel way, we assess disparities in working conditions between contract and non‐contract workers. Our findings show that contract labour is associated with structural disparities in working conditions. Complementary qualitative insights show how rules, norms and practices embedded in labour contracting systems contribute to these structural inequalities. Paradoxically, despite poorer conditions, contract workers report job satisfaction levels similar to non‐contract workers—likely reflecting limited alternatives. Consequently, turnover intentions are comparable across both groups, with job satisfaction being the primary driver of turnover intentions.
劳动承包是指中介机构向农民提供流动工人,在满足劳动密集型农场对季节性劳动力的需求方面发挥着核心作用。然而,这一体系对工人和农民都提出了未经充分研究的挑战。一些研究(主要是定性研究)将劳动合同与剥削条件联系起来,引起了对工人福利的关注(可持续发展目标8)。然而,恶劣的工作条件在农业中普遍存在,值得注意的是,缺乏合同工和非合同工之间的定量比较。对农民来说,这些不稳定的条件如果导致更高的营业额,就会构成生产风险。然而,到目前为止,这种联系主要是在高技能环境中记录的。在这里,我们解决了这些差距,并提供了关于合同劳动力,工作质量和离职意愿之间联系的第一个经验证据。我们使用匹配的工人-雇主调查数据,这在农业研究中很少得到,并辅以一个非常适合的案例研究的定性见解:尼日利亚的劳动密集型番茄部门,农民通过个人网络和劳务承包商招聘工人。采用分解分析——通常用于检查性别差距——以一种新颖的方式,我们评估了合同工和非合同工之间工作条件的差异。我们的研究结果表明,合同劳动与工作条件的结构性差异有关。互补的定性见解表明,劳动合同制度中的规则、规范和做法如何助长了这些结构性不平等。矛盾的是,尽管条件较差,合同工报告的工作满意度与非合同工相似,这可能反映了有限的选择。因此,离职意向在两组之间具有可比性,工作满意度是离职意向的主要驱动因素。
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引用次数: 0
Surveying the Farmer Survey: A Synthesis of Research Practices in the Netherlands, Slovenia and Sweden 调查农民调查:荷兰、斯洛文尼亚和瑞典研究实践的综合
IF 3.4 2区 经济学 Q1 AGRICULTURAL ECONOMICS & POLICY Pub Date : 2026-01-10 DOI: 10.1111/1477-9552.70024
Thomas Slijper, Julia Höhler, Tanja Šumrada, Jens Rommel, Živa Alif, Jesus Barreiro‐Hurle, Anne Sophie Dietrich, Uliana Gottlieb, Thanh Mai Ha, Karin Hakelius, Helena Hansson, Vivian Wei Huang, Katja Knez, Gaëlle Leduc, Nina Lind, Yann de Mey, Ana Novak, Harold Opdenbosch, Enoch Owusu‐Sekyere, Oyakhilomen Oyinbo, Anton Perpar, Jaap Sok, Luuk Vissers, Scarlett Wang, Lotte Yanore
Research based on farmer surveys is a cornerstone of agricultural economics. Farmer surveys provide unique insights into behavioural variables—such as values, motivations, attitudes, behaviours, and preferences—that are unavailable in secondary datasets. However, the decline in farm numbers across most European countries, combined with a growing number of surveys, is posing a threat to farmer survey research. This paper synthesises current practices in farmer surveys in the Netherlands, Slovenia, and Sweden. Our approach is meta‐scientific, drawing on a survey aimed at researchers responsible for 34 farmer surveys conducted between January 2019 and August 2024. This analysis is complemented by a document analysis and critical reflection workshops. We identify three key challenges: (i) limited consistency and standardisation of socio‐economic survey questions, (ii) long surveys, which are associated with high attrition and low response rates, and (iii) low adoption of open science practices. To address these challenges, we propose a set of best practices to enhance the transparency, comparability, standardisation, and reusability of farmer survey data. These best practices aim to strengthen the quality of survey‐based research in agricultural economics and ensure that farmer surveys continue to support evidence‐based policymaking.
基于农民调查的研究是农业经济学的基石。农民调查提供了对行为变量的独特见解,如价值观、动机、态度、行为和偏好,这些在二级数据集中是不可用的。然而,大多数欧洲国家农场数量的减少,加上调查数量的增加,对农民调查研究构成了威胁。本文综合了荷兰、斯洛文尼亚和瑞典农民调查的现行做法。我们的方法是元科学的,借鉴了一项针对研究人员的调查,这些研究人员负责在2019年1月至2024年8月期间进行的34次农民调查。这种分析是由文件分析和批判性反思讲习班补充的。我们确定了三个关键挑战:(i)社会经济调查问题的有限一致性和标准化,(ii)长期调查,这与高流失率和低回复率有关,以及(iii)开放科学实践的采用率低。为了应对这些挑战,我们提出了一套最佳实践,以提高农民调查数据的透明度、可比性、标准化和可重用性。这些最佳实践旨在加强农业经济学中基于调查的研究的质量,并确保农民调查继续支持基于证据的政策制定。
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引用次数: 0
Women's Off‐Farm Employment and Dietary Quality in Rural Africa 非洲农村妇女的非农就业和饮食质量
IF 3.4 2区 经济学 Q1 AGRICULTURAL ECONOMICS & POLICY Pub Date : 2026-01-10 DOI: 10.1111/1477-9552.70026
Chrispinus Mutsami, Martin C. Parlasca, Matin Qaim
Most households in rural Africa are involved in smallholder farming, but off‐farm employment is an important additional income source for many. Previous research has analysed links between off‐farm employment and well‐being, but mostly at the household level, not considering that household members may be affected differently. In particular, gender gaps in employment, nutrition and other well‐being dimensions are widely observed. Here, we use survey data collected in Tanzania and Zambia to examine how women's off‐farm employment influences their individual‐level dietary quality. Regression estimates with instrumental variables show that women's off‐farm employment is associated with improved dietary diversity, including more frequent consumption of nutritious foods such as meat, fish, fruits and vegetables. We also explore potential mechanisms, including changes in household income, women's decision‐making and time allocation. The main results hold across various robustness checks, suggesting that improving women's access to off‐farm employment can help increase household income and reduce widespread gender gaps in rural Africa.
非洲农村的大多数家庭从事小农农业,但对许多人来说,非农就业是一项重要的额外收入来源。之前的研究分析了非农就业与幸福感之间的联系,但主要是在家庭层面,没有考虑到家庭成员可能受到不同的影响。特别是,在就业、营养和其他福祉方面的性别差距被广泛观察到。在这里,我们使用在坦桑尼亚和赞比亚收集的调查数据来研究妇女的非农就业如何影响其个人层面的饮食质量。利用工具变量进行的回归估计表明,妇女的非农就业与膳食多样性的改善有关,包括更频繁地食用肉类、鱼类、水果和蔬菜等营养食品。我们还探讨了潜在的机制,包括家庭收入、妇女决策和时间分配的变化。通过各种稳健性检验得出的主要结果表明,改善妇女的非农就业机会有助于增加家庭收入,缩小非洲农村普遍存在的性别差距。
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引用次数: 0
Criteria for Choosing Crop Protection Strategies: Comparative Perspectives From Farmers, Advisors and Researchers 选择作物保护策略的标准:来自农民、顾问和研究人员的比较观点
IF 3.4 2区 经济学 Q1 AGRICULTURAL ECONOMICS & POLICY Pub Date : 2026-01-07 DOI: 10.1111/1477-9552.70023
Marianne Lefebvre, Laure Latruffe, Maxime Colin, Adeline Alonso Ugaglia, Julie Borg, Yann Desjeux, Gaëlle Leduc, Aurélien Milliat, Laure Perchepied, Yann Raineau
Achieving ambitious pesticide reduction goals calls for collaboration and shared vision among multiple stakeholders. This study evaluates whether this is the case in three French pesticide‐intensive production sectors: vine‐growing, orchards and fruits & vegetables farming. To do so, it uses the Q‐method to assess farmers' decision‐making criteria when selecting crop protection strategies, taking stock of technical, economic, and organisational constraints, as well as health and environmental impacts. It also compares these criteria with the perspectives of researchers and advisors on farmers' priorities. After combining a factor analysis with a fractional multilogit model accounting for factor loadings, the findings reveal four distinct profiles across the sample: a competitiveness‐oriented approach; a focus on reducing health and environmental impacts; a risk management perspective; and an integrated vision combining multiple priorities. Being a farmer, advisor or researcher significantly influences the likelihood of belonging to one profile or another. However, close interactions between farmers, researchers, and advisors help bridge differences in priorities, fostering more closely aligned perspectives on crop protection strategies. These results point to key indicators that researchers and advisors could leverage to better inform farmers about alternative crop protection methods, ultimately supporting more sustainable agricultural practices.
实现雄心勃勃的农药减少目标需要多个利益攸关方之间的合作和共同愿景。这项研究评估了法国三个农药密集型生产部门:葡萄种植、果园和水果蔬菜种植是否存在这种情况。为此,它使用Q方法来评估农民在选择作物保护战略时的决策标准,评估技术、经济和组织限制以及健康和环境影响。它还将这些标准与研究人员和顾问对农民优先事项的看法进行了比较。在将因子分析与因子负荷的分数多元模型相结合后,研究结果揭示了样本中四个不同的概况:竞争力导向的方法;注重减少对健康和环境的影响;风险管理视角;以及将多个优先事项结合在一起的综合愿景。作为一名农民、顾问或研究人员,极大地影响了属于一种或另一种形象的可能性。然而,农民、研究人员和顾问之间的密切互动有助于弥合优先事项的差异,促进对作物保护战略的更紧密一致的观点。这些结果指出了一些关键指标,研究人员和顾问可以利用这些指标更好地向农民介绍其他作物保护方法,最终支持更可持续的农业实践。
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引用次数: 0
Insights from the Presidential Addresses to the Agricultural Economics Society 从总统对农业经济学会的演讲中得出的见解
IF 3.4 2区 经济学 Q1 AGRICULTURAL ECONOMICS & POLICY Pub Date : 2026-01-05 DOI: 10.1111/1477-9552.70025
David Blandford
The Society's published presidential addresses have embraced a wide range of subject matter, reflecting a ‘road well travelled’ in agricultural economics. The areas covered include the development and use of data and statistics, lessons from history, sectoral analysis, land economics, international trade and international development. There has been a major focus on the application of economic concepts to agricultural and agri‐environmental policy. The addresses also led to consideration of a number of important issues that go beyond the confines of technical analysis to a ‘road less travelled’. These issues include weaknesses in behavioural assumptions in economic theory, the challenge of objectivity in applied analysis, the limitations imposed by a static theoretical framework and the inadequacies of welfare economics in addressing distributional issues in policy choice. The addresses, spanning almost 100 years, demonstrate the role of agricultural economics in evidence‐based policymaking to address critical issues in the use of natural resources. The apparent rejection of the evidence‐based approach in some countries raises the question of whether humankind will be successful in finding a solution to the existential challenge posed by climate change.
该协会发表的主席演讲涵盖了广泛的主题,反映了农业经济学中一条“走过的路”。所涉及的领域包括数据和统计的发展和使用、历史教训、部门分析、土地经济、国际贸易和国际发展。经济概念在农业和农业环境政策中的应用一直是一个主要的焦点。这些演讲还引发了对一些重要问题的考虑,这些问题超出了技术分析的范围,成为一条“人迹罕至的道路”。这些问题包括经济理论中行为假设的弱点、应用分析中客观性的挑战、静态理论框架所施加的限制以及福利经济学在处理政策选择中的分配问题方面的不足。这些演讲跨越了近100年,展示了农业经济学在解决自然资源利用中的关键问题的基于证据的政策制定中的作用。一些国家明显拒绝以证据为基础的方法,这引发了一个问题:人类是否能够成功地找到解决气候变化带来的生存挑战的办法。
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引用次数: 0
Clearing the Air: How Fine Particulate Matter Regulations Reshape Farmland Values in U.S. Corn and Soybean Regions 清洁空气:细颗粒物法规如何重塑美国玉米和大豆产区的农田价值
IF 3.4 2区 经济学 Q1 AGRICULTURAL ECONOMICS & POLICY Pub Date : 2025-12-28 DOI: 10.1111/1477-9552.70018
Cécile Couharde, Rémi Generoso
We investigate the impact of air quality regulations targeting fine particulate matter (PM 2.5 ) on farmland values in corn and soybean producing counties in the United States over the period 1997–2022. Using self‐reported farmland value data from the Agricultural Census and county‐level pollution classifications provided by the Environmental Protection Agency, we employ a difference‐in‐differences event‐study design—incorporating inverse probability weighting and doubly robust estimators—to estimate the causal effect of regulatory interventions. Our primary analysis contrasts ‘non‐attainment’ counties, which failed to meet the National Ambient Air Quality Standards for PM 2.5 , with those that consistently maintained compliance. We further assess heterogeneous treatment effects by extending our analysis with a triple‐difference specification comparing counties with high versus low fertiliser use. Additionally, we employ the recentered influence function to conduct an unconditional quantile analysis across the entire distribution of farmland values. Our estimates indicate an 8.80%–8.94% decline in farmland values in ‘non‐attainment’ counties in response to the enforcement of PM 2.5 standards, suggesting that the economic costs of the prescribed standards were capitalised into farmland values, particularly in regions with higher fertiliser use. However, this impact was not uniform, with more pronounced effects observed among counties at the lower end of the farmland value distribution.
我们研究了针对细颗粒物(PM 2.5)的空气质量法规在1997-2022年期间对美国玉米和大豆生产县农田价值的影响。利用农业普查中自我报告的农田价值数据和环境保护局提供的县级污染分类,我们采用差异中差异事件研究设计,结合反概率加权和双稳健估计,来估计监管干预的因果效应。我们的初步分析对比了“未达标”县(未达到pm2.5国家环境空气质量标准)和一直保持达标的县。我们进一步评估异质处理的效果,通过扩展我们的分析,用三差异规格比较高和低肥料使用的县。此外,我们采用重入影响函数对农田价值的整个分布进行无条件分位数分析。我们的估计表明,在“未达标”县,由于pm2.5标准的执行,农田价值下降了8.80%-8.94%,这表明规定标准的经济成本被资本化到农田价值中,特别是在化肥使用量较高的地区。然而,这种影响并不均匀,在农田价值分布的低端县中观察到的影响更为明显。
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引用次数: 0
Is Technological Heterogeneity the Key to Sustainable Coffee Production Efficiency?: A Latent Class Frontier Analysis in the Traditional Coffee Region of Colombia 技术异质性是咖啡可持续生产效率的关键吗?哥伦比亚传统咖啡区潜在阶层前沿分析
IF 3.4 2区 经济学 Q1 AGRICULTURAL ECONOMICS & POLICY Pub Date : 2025-12-28 DOI: 10.1111/1477-9552.70022
Orlando Rodríguez, Maria Vrachioli, Johannes Sauer
Coffee producers deal with uncertainty due to high volatility in coffee prices. To navigate these challenges, producers must balance the tradeoff between higher yield and better quality utilising heterogeneous technologies, such as intensive production methods and environmental management practices. The aim of this study is to identify the extent to which heterogeneous technologies, particularly those focused on sustainable management, can influence the technical efficiency of Colombian coffee farms. Using the Latent Class Stochastic Frontier Model (LCSFM), we studied the unobserved differences in technologies among 387 Colombian coffee farms in the Andes. Our findings show that farms adhering to sustainable standards achieved an efficiency rate of 95.68%, compared to 74.93% for farms heavily reliant on chemical pesticides. These results underscore the efficiency benefits of sustainable practices and provide targeted recommendations to improve productivity among different groups of coffee growers. This research contributes to the broader understanding of how adopting sustainable technologies can enhance efficiency in coffee production, offering key insights for policymakers and practitioners aiming to stabilise and develop the sector.
由于咖啡价格的高度波动,咖啡生产商面临着不确定性。为了应对这些挑战,生产者必须利用各种技术,如集约化生产方法和环境管理实践,在更高产量和更好质量之间取得平衡。本研究的目的是确定异质技术,特别是那些专注于可持续管理的技术,可以影响哥伦比亚咖啡农场技术效率的程度。使用潜在类别随机前沿模型(LCSFM),我们研究了安第斯山脉387个哥伦比亚咖啡农场的未观察到的技术差异。我们的研究结果表明,坚持可持续标准的农场的效率为95.68%,而严重依赖化学农药的农场的效率为74.93%。这些结果强调了可持续实践的效率效益,并为提高不同咖啡种植者群体的生产力提供了有针对性的建议。这项研究有助于更广泛地了解采用可持续技术如何提高咖啡生产效率,为旨在稳定和发展该行业的政策制定者和从业者提供关键见解。
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引用次数: 0
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Journal of Agricultural Economics
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